diff --git a/packages/g6/__tests__/unit/utils/shortcut.spec.ts b/packages/g6/__tests__/unit/utils/shortcut.spec.ts
index 73423dd632e..d39555cf7ad 100644
--- a/packages/g6/__tests__/unit/utils/shortcut.spec.ts
+++ b/packages/g6/__tests__/unit/utils/shortcut.spec.ts
@@ -81,4 +81,23 @@ describe('shortcut', () => {
     expect(drag.mock.calls[0][0].deltaX).toBe(10);
     expect(drag.mock.calls[0][0].deltaY).toBe(0);
   });
+
+  it('focus', () => {
+    const wheel = jest.fn();
+    shortcut.bind(['Control', 'wheel'], wheel);
+
+    emitter.emit(CommonEvent.KEY_DOWN, { key: 'Control' });
+    emitter.emit(CommonEvent.WHEEL, { deltaX: 0, deltaY: 10 });
+    expect(wheel).toHaveBeenCalledTimes(1);
+
+    emitter.emit(CommonEvent.KEY_DOWN, { key: 'Control' });
+    window.dispatchEvent(new FocusEvent('focus'));
+
+    // @ts-expect-error private property
+    expect(shortcut.recordKey.size).toBe(0);
+
+    emitter.emit(CommonEvent.KEY_DOWN, { key: 'Control' });
+    emitter.emit(CommonEvent.WHEEL, { deltaX: 0, deltaY: 10 });
+    expect(wheel).toHaveBeenCalledTimes(2);
+  });
 });
diff --git a/packages/g6/src/utils/shortcut.ts b/packages/g6/src/utils/shortcut.ts
index bbc8e429225..f7dbe24713f 100644
--- a/packages/g6/src/utils/shortcut.ts
+++ b/packages/g6/src/utils/shortcut.ts
@@ -54,6 +54,10 @@ export class Shortcut {
     emitter.on(CommonEvent.KEY_UP, this.onKeyUp);
     emitter.on(CommonEvent.WHEEL, this.onWheel);
     emitter.on(CommonEvent.DRAG, this.onDrag);
+
+    // 窗口重新获得焦点后清空按键，避免按键状态异常
+    // Clear the keys when the window regains focus to avoid abnormal key states
+    window.addEventListener('focus', this.onFocus);
   }
 
   private onKeyDown = (event: KeyboardEvent) => {
@@ -103,11 +107,16 @@ export class Shortcut {
     this.triggerExtendKey(CommonEvent.DRAG, event);
   };
 
+  private onFocus = () => {
+    this.recordKey.clear();
+  };
+
   public destroy() {
     this.unbindAll();
     this.emitter.off(CommonEvent.KEY_DOWN, this.onKeyDown);
     this.emitter.off(CommonEvent.KEY_UP, this.onKeyUp);
     this.emitter.off(CommonEvent.WHEEL, this.onWheel);
     this.emitter.off(CommonEvent.DRAG, this.onDrag);
+    window.removeEventListener('blur', this.onFocus);
   }
 }